rs11588857 (LRRN2): Educational Attainment Variant

Key takeaways

  • rs11588857 near LRRN2 is one of over 1,000 variants linked to years of schooling in a study of 1.1 million people.
  • The typical effect on educational attainment across lead SNPs in that study is roughly 1.7 weeks of schooling per allele - statistically robust but individually very small.
  • Genetic signals for educational attainment, intelligence, and income at this locus overlap heavily (correlations of 0.70 to 0.97), pointing to shared biology.
  • Within-family studies show population-level associations are partly explained by family environment and assortative mating, not only direct gene effects.
  • The alternate allele changes expression of LRRN2 and nearby genes in liver, thyroid, and esophageal tissues.

Key takeaways

  • rs11588857 near LRRN2 is one of over 1,000 variants linked to years of schooling in a study of 1.1 million people.
  • The typical effect on educational attainment across lead SNPs in that study is roughly 1.7 weeks of schooling per allele - statistically robust but individually very small.
  • Genetic signals for educational attainment, intelligence, and income at this locus overlap heavily (correlations of 0.70 to 0.97), pointing to shared biology.
  • Within-family studies show population-level associations are partly explained by family environment and assortative mating, not only direct gene effects.
  • The alternate allele changes expression of LRRN2 and nearby genes in liver, thyroid, and esophageal tissues.

What the research says rs11588857, a common variant near LRRN2 (Leucine Rich Repeat Neuronal 2), has been identified among hundreds to over a thousand independent loci reaching genome-wide significance in large GWAS of educational attainment (approximately 1.1 million participants), cognitive ability, household income, and occupational status, with each individual variant contributing a very small fraction of trait variance. Biological annotation of income- and intelligence-associated loci consistently implicates neurogenesis, synaptic regulation, and GABAergic and serotonergic neurotransmission, with gene expression enrichment across cortical brain regions most prominent in the cerebellum and restricted to neurons rather than glial cells. Critically, within-family analyses of educational attainment polygenic scores show 54 to 57% reductions in predictive power relative to population-level estimates, with indirect parental effects (22 to 27% attenuation) and assortative mating (21 to 27% attenuation) together accounting for much of the gap.

Reported associations

  • Educational attainment: One of 1,271 independent genome-wide-significant SNPs in a GWAS of years of schooling in approximately 1.1 million individuals; the median effect across all lead SNPs is approximately 1.7 weeks of schooling per allele; polygenic scores explain 11 to 13% of educational attainment variance in joint analyses with related cognitive phenotypes.
  • Cognitive ability / general intelligence (combined GWAS): Associated in a multi-trait analysis combining intelligence and educational attainment data (functional sample size up to 248,482) that implicated neurogenesis and myelination pathways; brain transcriptome enrichment was strongest in the cerebellum and exclusive to neurons rather than glial cells.
  • General cognitive ability (independent cognitive meta-analysis): Identified among 70 independent loci in a GWAS meta-analysis of 107,207 participants measuring psychometrically defined cognitive ability; pathway analysis implicated neurogenesis, synaptic regulation, and gene targets of cinnarizine (a calcium-channel blocker) and LY97241 (a potassium-channel inhibitor).
  • Household income: Among loci identified in a UK Biobank GWAS of 286,301 participants (30 independent loci); a larger meta-analysis across 668,288 participants identified 162 genomic loci for an Income Factor; polygenic scores capture 1 to 5% of income variance, with roughly one-fourth of that reflecting direct genetic effects.
  • Occupational status: Among 106 independent SNPs in a GWAS of sociologically-derived occupational status measures (ISEI, SIOPS, CAMSIS) in 273,157 UK Biobank participants; polygenic scores explain 5 to 10% of occupational status variance; genetic correlations with educational attainment (rg = 0.96 to 0.97) and income (rg = 0.81 to 0.91) indicate a common genetic factor underlying socioeconomic status broadly.
  • Smoking behavior: Variants at this locus overlap genetically with lifetime smoking risk partly through pathways shared with educational attainment; removing the educational attainment component from a smoking GWAS in 394,718 UK Biobank participants reduced SNP heritability for smoking from 9.2% to 7.2%, indicating both shared and distinct genetic signals.
  • Alzheimer's disease / educational attainment pleiotropy: Pleiotropic meta-analyses of GWAS summary statistics for Alzheimer's disease and educational attainment identified variants with shared effects on both traits; the pleiotropic gene set was enriched for progressive neurological and neuromuscular diseases and immune-mediated conditions, including multiple sclerosis and Parkinson's disease; the analysis also found evidence of antagonistic genetic heterogeneity, where pleiotropic association significance can increase even when effects on the two traits point in opposite directions.

Evidence quality Associations at this locus are drawn from the largest GWAS conducted to date for these traits: up to 1.1 million participants for educational attainment and 668,288 for the Income Factor, conferring strong statistical power with genome-wide significance thresholds (p < 5 x 10^-8) met by thousands of associated SNPs. Individual SNP effect sizes are very small; the median effect across educational attainment lead SNPs is approximately 1.7 weeks of schooling per allele, and all income polygenic scores together explain only 1 to 5% of income variance. Evidence comes predominantly from individuals of European descent across Europe, North America, and Australia, limiting generalizability to other populations. The very high genetic correlations across educational attainment, income, intelligence, and occupational status (rg = 0.70 to 0.97) make it difficult to determine whether this locus acts primarily on cognitive ability, on socioeconomic opportunity, or on a combination of both. The most important caveat is from within-family analyses: polygenic score predictions shrink 54 to 57% within sibling pairs compared with the general population, with indirect parental effects and assortative mating accounting for most of this attenuation - meaning that population-level genetic associations substantially overstate direct biological effects. For the Alzheimer's disease pleiotropy analyses, evidence is based on summary statistics from univariate GWAS rather than functional replication, and should be considered preliminary. No studies provided conflicting GWAS findings for this specific variant, though antagonistic genetic heterogeneity across traits was explicitly described for a subset of pleiotropic loci.

Tissue-specific expression effects

  • LRRN2: The alternate allele is associated with increased expression in liver tissue and in the esophageal gastroesophageal junction and esophageal muscularis, and with reduced expression in thyroid; notably, despite LRRN2's name suggesting a neuronal role, the strongest cis-eQTL signals at this variant are in peripheral, non-neural tissues GTEx Portal.
  • PIK3C2B: The alternate allele is associated with increased expression of this phosphoinositide 3-kinase gene in esophageal mucosa and reduced expression in sun-exposed lower-leg skin GTEx Portal.
  • PPP1R15B-AS1: The alternate allele is associated with reduced expression of this antisense RNA gene in sun-exposed lower-leg skin GTEx Portal.

Lifestyle considerations No lifestyle considerations on file for this variant.

Frequently asked questions

What does the LRRN2 gene do?

LRRN2 (Leucine Rich Repeat Neuronal 2) is a gene whose name points to a role in neuronal tissue, and variants near it have been identified in large genome-wide studies of cognitive ability and educational attainment. Interestingly, eQTL data from GTEx show that the rs11588857 variant most strongly affects LRRN2 expression in peripheral tissues such as liver, thyroid, and esophagus rather than in brain tissue, suggesting the gene has broader expression than its name implies.

Is rs11588857 linked to intelligence or cognitive ability?

Yes, rs11588857 has been identified in large genome-wide studies combining cognitive performance and educational attainment data, implicating biological pathways involving neurogenesis and synaptic regulation. The effect per allele is extremely small, and any single variant accounts for a negligible fraction of differences in cognitive ability across people.

Does rs11588857 affect educational attainment?

This variant is among over 1,000 SNPs associated with years of schooling in a genome-wide study of approximately 1.1 million individuals. The typical effect across lead SNPs is about 1.7 weeks of schooling per allele. In sibling-pair analyses, this effect is 54 to 57% smaller than in the general population, indicating that family environment plays a substantial role in how this genetic signal translates to educational outcomes.

Is this variant related to income?

Genome-wide studies have found associations between variants at this locus and both household income and occupational status, reflecting the tightly shared genetic architecture of socioeconomic traits. Polygenic scores built from all associated variants collectively explain 1 to 5% of income variance in population studies, with only about one-fourth of that reflecting direct genetic effects.

What tissues show expression changes associated with rs11588857?

GTEx eQTL data show that the alternate allele at this variant is associated with increased LRRN2 expression in liver and two esophageal tissue regions, and reduced LRRN2 expression in thyroid. The nearby PIK3C2B gene shows altered expression in esophageal and skin tissue, and PPP1R15B-AS1 shows reduced expression in sun-exposed skin. All of these effects are in peripheral, non-neural tissues.